When people talk about clean data in enterprise web scraping, they often mean “error-free” or “formatted neatly.” But in my experience as Director of Technology at Ficstar, clean data means so much more. For competitive pricing intelligence, it is the difference between a confident pricing decision and a costly mistake. Clean data is the foundation of every strategy that relies on accurate, timely, and complete market information. What Clean Data Means at Ficstar In our work,

Enterprise web scraping in 2026 faces tariff shocks, inflation, and AI cat-and-mouse tactics. Discover trends shaping data pipelines and pricing intelligence.

Enterprise web scraping at scale is a whole different ballgame than scraping a few pages with an off-the-shelf tool. After years of working in this field (and trying just about every solution out there), I’ve seen firsthand why custom, managed web scraping services consistently outperform the DIY software that many companies start with. In my role as Director of Technology at Ficstar, I’ve helped numerous enterprise clients transition from plug-and-play scrapers to fully mana